Table 5.
Summary of the accuracy analysis of each model with S3 (stiletto heel shoes) testing data.
| Models | Comfortable Gait | Fast Gait | ||||
|---|---|---|---|---|---|---|
| RMSE | MRE | R | RMSE | MRE | R | |
| M1 | 14.13 | 0.09 | 0.90 | 6.69 | 0.04 | 0.85 |
| M2 | 7.63 | 0.04 | 0.91 | 21.32 | 0.12 | 0.81 |
| M3 | 5.60 | 0.03 | 0.91 | 17.55 | 0.10 | 0.85 |
| M4 | 6.55 | 0.03 | 0.90 | 20.92 | 0.12 | 0.79 |
| M5 | 10.55 | 0.06 | 0.92 | 7.23 | 0.04 | 0.87 |
| M6 | 8.46 | 0.05 | 0.90 | 8.67 | 0.05 | 0.82 |
S1 (flat), S2 (sneaker), S3 (stiletto heel), M1 (S1 model), M2 (S2 model), M3 (S3 model), M4 (comfortable gait model), M5 (fast gait model), M6 (model using all condition of dataset).